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1 - 7 of 7 items

Improving Diabetes Prediction Using Feedforward Neural Network with Adam Optimization and SMOTE Technique

DOI : 10.35882/ijeeemi.v7i3.127
Arizha Wijaya Kusuma (1), Muhammad Itqan Mazdadi (2), Dwi Kartini (3), Andi Farmadi (4), Fatma Indriani (5), Chandrasekaran P. (6)
(1) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,
(2) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,
(3) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,
(4) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,
(5) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,
(6) K.S. Rangasamy College of Arts and Science (Autonomous), Tiruchengode, India, India
539-548
Abstract : 1297
pdf : 890

Machine Learning Implementation for Sentiment Analysis on X/Twitter: Case Study of Class Of Champions Event in Indonesia

DOI : 10.35882/ijeeemi.v7i2.81
Rini Hafizah (1), Triando Hamonangan Saragih (2), Muliadi Muliadi (3), Fatma Indriani (4), Muhammad Itqan Mazdadi (5)
(1) Lambung Mangkurat University, Indonesia ,
(2) Lambung Mangkurat University, Indonesia ,
(3) Lambung Mangkurat University, Indonesia ,
(4) Lambung Mangkurat University, Indonesia ,
(5) Lambung Mangkurat University, Indonesia
370-386
Abstract : 2285
pdf : 2030

Dimensionality Reduction Using Principal Component Analysis and Feature Selection Using Genetic Algorithm with Support Vector Machine for Microarray Data Classification

DOI : 10.35882/mr7x9713
Dwi Kartini (1), Rahmat Amin Badali (2), Muliadi Muliadi (3), Dodon Turianto Nugrahadi (4), Fatma Indriani (5), Setyo Wahyu Saputro (6)
(1) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, South Borneo, Indonesia, Indonesia ,
(2) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, South Borneo, Indonesia, Indonesia ,
(3) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, South Borneo, Indonesia, Indonesia ,
(4) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, South Borneo, Indonesia, Indonesia ,
(5) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, South Borneo, Indonesia, Indonesia ,
(6) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, South Borneo, Indonesia, Indonesia
154-166
Abstract : 2553
pdf : 1077

Implementation of Copeland Method on Wrapper-Based Feature Selection Using Random Forest For Software Defect Prediction

DOI : 10.35882/2pgffc67
Agustia Kuspita Aryanti (1), Rudy Herteno (2), Fatma Indriani (3), Radityo Adi Nugroho (4), Muliadi Muliadi (5)
(1) Universitas Lambung Mangkurat, Indonesia ,
(2) Universitas Lambung Mangkurat, Indonesia ,
(3) Universitas Lambung Mangkurat, Indonesia ,
(4) Universitas Lambung Mangkurat, Indonesia ,
(5) Universitas Lambung Mangkurat, Indonesia
90-101
Abstract : 1482
pdf : 862

Enhancing Natural Disaster Monitoring: A Deep Learning Approach to Social Media Analysis Using Indonesian BERT Variants

DOI : 10.35882/t158qq37
Karlina Elreine Fitriani (1), Mohammad Reza Faisal (2), Muhammad Itqan Mazdadi (3), Fatma Indriani (4), Dodon Turianto Nugrahadi (5), Septyan Eka Prastya (6)
(1) Lambung Mangkurat University, Indonesia ,
(2) Lambung Mangkurat University, Indonesia ,
(3) Lambung Mangkurat University, Indonesia ,
(4) Lambung Mangkurat University, Indonesia ,
(5) Lambung Mangkurat University, Indonesia ,
(6) Sari Mulia University, Indonesia
77-89
Abstract : 1540
pdf : 1301

Comparative Analysis of Image Augmentation and Class Weighting on ResNet50-CBAM for Pneumonia Detection from Chest X-Ray Images

DOI : 10.35882/ijeeemi.v8i3.375
Kafilah Akhmad Fatahillah (1), Triando Hamonangan Saragih (2), Dwi Kartini (3), Fatma Indriani (4), Irwan Budiman (5)
(1) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(2) Department Of Computer Science , Lambung Mangkurat University, Indonesia ,
(3) Department Of Computer Science , Lambung Mangkurat University, Indonesia ,
(4) Department Of Computer Science , Lambung Mangkurat University, Indonesia ,
(5) Department Of Computer Science , Lambung Mangkurat University, Indonesia
365-379
Abstract : 45
pdf : 182

Depression Level Classification Using Compact Cross-Domain Feature Engineering on Sleep, Physical Activity, and Demographic Data

DOI : 10.35882/ijeeemi.v8i3.356
Nila Yoga Tama Nurwati (1), Fatma Indriani (2), Friska Abadi (3), Dodon Turianto Nugrahadi (4), Rudy Herteno (5)
(1) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(2) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(3) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(4) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(5) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia
335-351
Abstract : 213
pdf : 336
1 - 7 of 7 items